About H20 Driverless AI
H2O Driverless AI is an automatic machine learning platform designed to support data scientists in any industry. Features include bring-your-own recipe, time-series and automatic pipeline generation, model scoring, validation, tuning, selection and deployment, and automatic feature engineering.
H2O Driverless AI offers automatic feature engineering and transformation from a given data set to provide users with high-value, insight derived features. The software detects relevant features, finding interactions and handling missing values, as well as deriving new features and comparing existing features to feed the machine learning algorithms with values it can easily consume.
With it's natural language processing feature, H2O Driverless AI converts text strings into features using term frequency–inverse document frequency (TFIDF), ConvNet (CNN) imagery analysis, and gated recurrent unit (GRU) for speech recognition to help business with sentiment analysis, document classification, and content tagging. H2O Driverless AI includes a bring-your-own recipe feature, enabling users to upload custom-built recipes for models, transformers, and scorers, as well as choose from the platforms recipe catalog.
H2O Driverless AI can manage and monitor model deployment across a number of environments and identify any drifts in predictions and scores. Data can be ingested from multiple sources such as Hadoop HDFS and Amazon S3, and can be deployed anywhere, including cloud platforms such as Microsoft Azure, AWS, and Google Cloud, as well as many on-premise systems.
Pricing starting from:
N/A
- Free Trial
- Subscription
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Business size
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Supported Languages
Pricing starting from:
N/A
- Free Trial
- Subscription
Compare with Popular Alternatives
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Features
Total features of H20 Driverless AI: 27
- API
- Compliance Tracking
- Data Capture and Transfer
- Data Connectors
- Data Import/Export
- Data Profiling
- Data Visualization
- Database Conversion
- For Healthcare
- For Sales Teams/Organizations
- For eCommerce
- Forecasting
- Machine Learning
- Multiple Data Sources
- Multivariate Analysis
- Natural Language Processing
- Performance Management
- Performance Metrics
- Predictive Analytics
- Process/Workflow Automation
- Regression Analysis
- Reporting/Analytics
- Search/Filter
- Survival Analysis
- Third Party Integrations
- Time Series
- Trend Analysis
Alternatives
OpenText Magellan
Tableau
Alteryx Designer
Neuton AutoML
Reviews
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Write a Review!- Industry: Pharmaceuticals
- Company size: 10 000+ Employees
- Used Other for 1+ year
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Review Source
Overall rating
- Value for Money
- Ease of Use
- Customer Support
- Likelihood to recommend 10.0 /10
A very good productivity tool for data science
Reviewed on 2019/10/24
From biomarkers, clinical data, HR, finance and manufacturing, any data owner can run native...
From biomarkers, clinical data, HR, finance and manufacturing, any data owner can run native experiments. More advanced users can use the software to increase productivity and prune hypotheses quicky.
Pros
Drag and drop a dataset, click a button, presto! You have a model training ...
Cons
The license fee and the lack of pay per use pricing models are a hurdle in any grassroots initiative.
- Industry: Telecommunications
- Company size: 11-50 Employees
- Used Daily for 6-12 months
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Review Source
Overall rating
- Ease of Use
- Likelihood to recommend 10.0 /10
Excellent Product
Reviewed on 2019/11/12
Pros
Helps speed up time to production and simplifies the entire ML process.
Cons
Nothing. The team has been great and the product works very well.
- Industry: Financial Services
- Company size: 2-10 Employees
- Used Daily for 2+ years
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Review Source
Overall rating
- Value for Money
- Ease of Use
- Customer Support
- Likelihood to recommend 10.0 /10
Exceptional Machine Learning Tool
Reviewed on 2019/10/25
DAI assists greatly in the automation of our services. It greatly streamlines the process of...
DAI assists greatly in the automation of our services. It greatly streamlines the process of feature selection, generation, model construction, model testing, and ensemble building and deployment.
Pros
The performance of DAI is far beyond what can be achieved with tools from Amazon, Google, and Microsoft. A great deal of the human expertise of Kaggle Grandmasters has been incorporated into the product. beyond overall performance, a key advantage of the product is very rapid product development and iteration. When we report an error or make a suggestion for enhancement, a new release is out within weeks.
Cons
Nothing. The product works extremely well.
- Industry: Financial Services
- Company size: 11-50 Employees
- Used Weekly for 1-5 months
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Review Source
Overall rating
- Value for Money
- Ease of Use
- Customer Support
- Likelihood to recommend 10.0 /10
Make more with less time
Reviewed on 2019/11/08
Pros
We can develop a model in a fraction of the time it would take us using the traditional modelling workflow.
Cons
Some recent features such as Bring Your Own Recipe are great but still need lots of development to be relevant to some fields.
- Industry: Telecommunications
- Company size: 10 000+ Employees
- Used Weekly for 6-12 months
-
Review Source
Overall rating
- Value for Money
- Ease of Use
- Customer Support
- Likelihood to recommend 10.0 /10
Great product
Reviewed on 2019/10/24
Pros
Simplified model build and tuning, easy to use, generated doc for experiment that summarizes what was done
Cons
Wish the price could be more affordable so more people could purchase and use
H20 Driverless AI FAQs
Below are some frequently asked questions for H20 Driverless AI.Q. What type of pricing plans does H20 Driverless AI offer?
H20 Driverless AI offers the following pricing plans:
- Pricing model: Subscription
- Free Trial: Available
Contact H2O Driverless AI for pricing information.
Q. What are the main features of H20 Driverless AI?
We do not have any information about H20 Driverless AI features
Q. Who are the typical users of H20 Driverless AI?
H20 Driverless AI has the following typical customers:
2-10, 11-50, 51-200, 201-500, 501-1 000, 1 001+
Q. What languages does H20 Driverless AI support?
H20 Driverless AI supports the following languages:
English
Q. Does H20 Driverless AI support mobile devices?
H20 Driverless AI supports the following devices:
Q. What other apps does H20 Driverless AI integrate with?
H20 Driverless AI integrates with the following applications:
Microsoft Azure
Q. What level of support does H20 Driverless AI offer?
H20 Driverless AI offers the following support options:
Knowledge Base, Phone Support
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